Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 318344 |
| Missing cells | 48907 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.0 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 4 |
|---|---|
| DateTime | 1 |
| Numeric | 9 |
VERSIE has constant value "1.0" | Constant |
DATUM_BESTAND has constant value "2022-12-05" | Constant |
PEILDATUM has constant value "2022-12-01" | Constant |
TYPERENDE_DIAGNOSE_CD has a high cardinality: 1896 distinct values | High cardinality |
BEHANDELEND_SPECIALISME_CD is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
AANTAL_PAT_PER_ZPD is highly overall correlated with AANTAL_SUBTRAJECT_PER_ZPD | High correlation |
AANTAL_SUBTRAJECT_PER_ZPD is highly overall correlated with AANTAL_PAT_PER_ZPD | High correlation |
AANTAL_PAT_PER_DIAG is highly overall correlated with AANTAL_SUBTRAJECT_PER_DIAG | High correlation |
AANTAL_SUBTRAJECT_PER_DIAG is highly overall correlated with AANTAL_PAT_PER_DIAG | High correlation |
AANTAL_PAT_PER_SPC is highly overall correlated with BEHANDELEND_SPECIALISME_CD and 1 other fields | High correlation |
AANTAL_SUBTRAJECT_PER_SPC is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
GEMIDDELDE_VERKOOPPRIJS has 48907 (15.4%) missing values | Missing |
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 21.34161442) | Skewed |
Reproduction
| Analysis started | 2022-12-23 10:11:14.124498 |
|---|---|
| Analysis finished | 2022-12-23 10:11:31.817393 |
| Duration | 17.69 seconds |
| Software version | pandas-profiling vdev |
| Download configuration | config.json |
VERSIE
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 955032 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 318344 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 318344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 318344 | |
| . | 318344 | |
| 0 | 318344 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 636688 | |
| Other Punctuation | 318344 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 318344 | |
| 0 | 318344 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 318344 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 955032 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 318344 | |
| . | 318344 | |
| 0 | 318344 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 955032 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 318344 | |
| . | 318344 | |
| 0 | 318344 |
DATUM_BESTAND
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2022-12-05 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3183440 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2022-12-05 |
|---|---|
| 2nd row | 2022-12-05 |
| 3rd row | 2022-12-05 |
| 4th row | 2022-12-05 |
| 5th row | 2022-12-05 |
Common Values
| Value | Count | Frequency (%) |
| 2022-12-05 | 318344 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2022-12-05 | 318344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| - | 636688 | |
| 1 | 318344 | 10.0% |
| 5 | 318344 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2546752 | |
| Dash Punctuation | 636688 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| 1 | 318344 | 12.5% |
| 5 | 318344 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 636688 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3183440 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| - | 636688 | |
| 1 | 318344 | 10.0% |
| 5 | 318344 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3183440 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| - | 636688 | |
| 1 | 318344 | 10.0% |
| 5 | 318344 | 10.0% |
PEILDATUM
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2022-12-01 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3183440 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2022-12-01 |
|---|---|
| 2nd row | 2022-12-01 |
| 3rd row | 2022-12-01 |
| 4th row | 2022-12-01 |
| 5th row | 2022-12-01 |
Common Values
| Value | Count | Frequency (%) |
| 2022-12-01 | 318344 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2022-12-01 | 318344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| - | 636688 | |
| 1 | 636688 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2546752 | |
| Dash Punctuation | 636688 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| 1 | 636688 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 636688 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3183440 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| - | 636688 | |
| 1 | 636688 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3183440 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 1273376 | |
| 0 | 636688 | |
| - | 636688 | |
| 1 | 636688 |
JAAR
Date
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| Minimum | 2012-01-01 00:00:00 |
|---|---|
| Maximum | 2022-01-01 00:00:00 |
BEHANDELEND_SPECIALISME_CD
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 437.52447 |
| Minimum | 301 |
|---|---|
| Maximum | 8418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 301 |
|---|---|
| 5-th percentile | 302 |
| Q1 | 305 |
| median | 313 |
| Q3 | 322 |
| 95-th percentile | 335 |
| Maximum | 8418 |
| Range | 8117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 986.55887 |
|---|---|
| Coefficient of variation (CV) | 2.2548656 |
| Kurtosis | 61.329571 |
| Mean | 437.52447 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 7.9524024 |
| Sum | 1.3928329 × 108 |
| Variance | 973298.41 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 305 | 44956 | |
| 313 | 41298 | |
| 303 | 36646 | |
| 330 | 25213 | 7.9% |
| 316 | 21669 | 6.8% |
| 308 | 17107 | 5.4% |
| 306 | 13347 | 4.2% |
| 324 | 13126 | 4.1% |
| 301 | 12788 | 4.0% |
| 304 | 10357 | 3.3% |
| Other values (18) | 81837 |
| Value | Count | Frequency (%) |
| 301 | 12788 | 4.0% |
| 302 | 6977 | 2.2% |
| 303 | 36646 | |
| 304 | 10357 | 3.3% |
| 305 | 44956 | |
| 306 | 13347 | 4.2% |
| 307 | 5560 | 1.7% |
| 308 | 17107 | 5.4% |
| 310 | 3495 | 1.1% |
| 313 | 41298 |
| Value | Count | Frequency (%) |
| 8418 | 4248 | 1.3% |
| 8416 | 535 | 0.2% |
| 1900 | 210 | 0.1% |
| 390 | 862 | 0.3% |
| 389 | 3354 | 1.1% |
| 362 | 4287 | 1.3% |
| 361 | 2285 | 0.7% |
| 335 | 3223 | 1.0% |
| 330 | 25213 | |
| 329 | 834 | 0.3% |
TYPERENDE_DIAGNOSE_CD
Categorical
| Distinct | 1896 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 101 | 1345 |
|---|---|
| 402 | 1305 |
| 403 | 1274 |
| 301 | 1273 |
| 201 | 1200 |
| Other values (1891) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3521882 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1067149 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 12 |
|---|---|
| 2nd row | 15 |
| 3rd row | 14 |
| 4th row | 07 |
| 5th row | 19 |
Common Values
| Value | Count | Frequency (%) |
| 101 | 1345 | 0.4% |
| 402 | 1305 | 0.4% |
| 403 | 1274 | 0.4% |
| 301 | 1273 | 0.4% |
| 201 | 1200 | 0.4% |
| 203 | 1191 | 0.4% |
| 401 | 1065 | 0.3% |
| 404 | 1056 | 0.3% |
| 802 | 1037 | 0.3% |
| 409 | 1030 | 0.3% |
| Other values (1886) | 306568 |
Length
| Value | Count | Frequency (%) |
| 101 | 1345 | 0.4% |
| 402 | 1305 | 0.4% |
| 403 | 1274 | 0.4% |
| 301 | 1273 | 0.4% |
| 201 | 1200 | 0.4% |
| 203 | 1191 | 0.4% |
| 401 | 1065 | 0.3% |
| 404 | 1056 | 0.3% |
| 802 | 1037 | 0.3% |
| 409 | 1030 | 0.3% |
| Other values (1886) | 306568 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 204187 | |
| 0 | 195580 | |
| 2 | 141433 | |
| 3 | 115628 | |
| 5 | 82324 | |
| 9 | 76927 | 7.2% |
| 4 | 75752 | 7.1% |
| 7 | 62814 | 5.9% |
| 6 | 55762 | 5.2% |
| 8 | 45953 | 4.3% |
| Other values (15) | 10789 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1056360 | |
| Uppercase Letter | 10789 | 1.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2012 | |
| M | 1824 | |
| B | 1295 | |
| E | 910 | |
| Z | 900 | |
| D | 724 | 6.7% |
| A | 702 | 6.5% |
| F | 671 | 6.2% |
| C | 356 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1045 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 204187 | |
| 0 | 195580 | |
| 2 | 141433 | |
| 3 | 115628 | |
| 5 | 82324 | |
| 9 | 76927 | 7.3% |
| 4 | 75752 | 7.2% |
| 7 | 62814 | 5.9% |
| 6 | 55762 | 5.3% |
| 8 | 45953 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1056360 | |
| Latin | 10789 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 2012 | |
| M | 1824 | |
| B | 1295 | |
| E | 910 | |
| Z | 900 | |
| D | 724 | 6.7% |
| A | 702 | 6.5% |
| F | 671 | 6.2% |
| C | 356 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1045 |
Common
| Value | Count | Frequency (%) |
| 1 | 204187 | |
| 0 | 195580 | |
| 2 | 141433 | |
| 3 | 115628 | |
| 5 | 82324 | |
| 9 | 76927 | 7.3% |
| 4 | 75752 | 7.2% |
| 7 | 62814 | 5.9% |
| 6 | 55762 | 5.3% |
| 8 | 45953 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1067149 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 204187 | |
| 0 | 195580 | |
| 2 | 141433 | |
| 3 | 115628 | |
| 5 | 82324 | |
| 9 | 76927 | 7.2% |
| 4 | 75752 | 7.1% |
| 7 | 62814 | 5.9% |
| 6 | 55762 | 5.2% |
| 8 | 45953 | 4.3% |
| Other values (15) | 10789 | 1.0% |
ZORGPRODUCT_CD
Real number (ℝ)
| Distinct | 6010 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4158058 × 108 |
| Minimum | 10501002 |
|---|---|
| Maximum | 9.9841808 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 10501002 |
|---|---|
| 5-th percentile | 28999038 |
| Q1 | 99799064 |
| median | 1.4959903 × 108 |
| Q3 | 9.90004 × 108 |
| 95-th percentile | 9.9051604 × 108 |
| Maximum | 9.9841808 × 108 |
| Range | 9.8791708 × 108 |
| Interquartile range (IQR) | 8.9020494 × 108 |
Descriptive statistics
| Standard deviation | 4.291979 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.97195827 |
| Kurtosis | -1.7411076 |
| Mean | 4.4158058 × 108 |
| Median Absolute Deviation (MAD) | 1.1960003 × 108 |
| Skewness | 0.46371697 |
| Sum | 1.4057453 × 1014 |
| Variance | 1.8421084 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 990004009 | 2321 | 0.7% |
| 990004007 | 2284 | 0.7% |
| 990003004 | 2232 | 0.7% |
| 990004006 | 1852 | 0.6% |
| 990356076 | 1688 | 0.5% |
| 990356073 | 1559 | 0.5% |
| 131999228 | 1485 | 0.5% |
| 131999164 | 1469 | 0.5% |
| 990003007 | 1452 | 0.5% |
| 131999194 | 1347 | 0.4% |
| Other values (6000) | 300655 |
| Value | Count | Frequency (%) |
| 10501002 | 9 | |
| 10501003 | 11 | |
| 10501004 | 11 | |
| 10501005 | 11 | |
| 10501007 | 3 | < 0.1% |
| 10501008 | 11 | |
| 10501010 | 11 | |
| 10501011 | 3 | < 0.1% |
| 11101002 | 10 | |
| 11101003 | 11 |
| Value | Count | Frequency (%) |
| 998418081 | 159 | |
| 998418080 | 143 | |
| 998418079 | 38 | < 0.1% |
| 998418077 | 8 | < 0.1% |
| 998418076 | 8 | < 0.1% |
| 998418075 | 6 | < 0.1% |
| 998418074 | 214 | |
| 998418073 | 214 | |
| 998418072 | 8 | < 0.1% |
| 998418071 | 8 | < 0.1% |
AANTAL_PAT_PER_ZPD
Real number (ℝ)
| Distinct | 10030 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 513.65484 |
| Minimum | 1 |
|---|---|
| Maximum | 165142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 14 |
| Q3 | 103 |
| 95-th percentile | 1743 |
| Maximum | 165142 |
| Range | 165141 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 3168.7391 |
|---|---|
| Coefficient of variation (CV) | 6.1690046 |
| Kurtosis | 406.13596 |
| Mean | 513.65484 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 16.6881 |
| Sum | 1.6351894 × 108 |
| Variance | 10040907 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 52487 | 16.5% |
| 2 | 25668 | 8.1% |
| 3 | 16746 | 5.3% |
| 4 | 12323 | 3.9% |
| 5 | 9605 | 3.0% |
| 6 | 8140 | 2.6% |
| 7 | 6746 | 2.1% |
| 8 | 5785 | 1.8% |
| 9 | 5208 | 1.6% |
| 10 | 4686 | 1.5% |
| Other values (10020) | 170950 |
| Value | Count | Frequency (%) |
| 1 | 52487 | |
| 2 | 25668 | |
| 3 | 16746 | 5.3% |
| 4 | 12323 | 3.9% |
| 5 | 9605 | 3.0% |
| 6 | 8140 | 2.6% |
| 7 | 6746 | 2.1% |
| 8 | 5785 | 1.8% |
| 9 | 5208 | 1.6% |
| 10 | 4686 | 1.5% |
| Value | Count | Frequency (%) |
| 165142 | 1 | |
| 156428 | 1 | |
| 155884 | 1 | |
| 154269 | 1 | |
| 154183 | 1 | |
| 144724 | 1 | |
| 118395 | 1 | |
| 115938 | 1 | |
| 110520 | 1 | |
| 110215 | 1 |
AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 10771 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 606.43279 |
| Minimum | 1 |
|---|---|
| Maximum | 239709 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 15 |
| Q3 | 113 |
| 95-th percentile | 1989 |
| Maximum | 239709 |
| Range | 239708 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 4074.3749 |
|---|---|
| Coefficient of variation (CV) | 6.7185927 |
| Kurtosis | 725.90388 |
| Mean | 606.43279 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 21.341614 |
| Sum | 1.9305424 × 108 |
| Variance | 16600531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 50560 | 15.9% |
| 2 | 25222 | 7.9% |
| 3 | 16585 | 5.2% |
| 4 | 12115 | 3.8% |
| 5 | 9513 | 3.0% |
| 6 | 8130 | 2.6% |
| 7 | 6712 | 2.1% |
| 8 | 5724 | 1.8% |
| 9 | 5150 | 1.6% |
| 10 | 4687 | 1.5% |
| Other values (10761) | 173946 |
| Value | Count | Frequency (%) |
| 1 | 50560 | |
| 2 | 25222 | |
| 3 | 16585 | 5.2% |
| 4 | 12115 | 3.8% |
| 5 | 9513 | 3.0% |
| 6 | 8130 | 2.6% |
| 7 | 6712 | 2.1% |
| 8 | 5724 | 1.8% |
| 9 | 5150 | 1.6% |
| 10 | 4687 | 1.5% |
| Value | Count | Frequency (%) |
| 239709 | 1 | |
| 232359 | 1 | |
| 231983 | 1 | |
| 230952 | 1 | |
| 227936 | 1 | |
| 227457 | 1 | |
| 225066 | 1 | |
| 223938 | 1 | |
| 218449 | 1 | |
| 215070 | 1 |
AANTAL_PAT_PER_DIAG
Real number (ℝ)
| Distinct | 8978 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7699.6987 |
| Minimum | 1 |
|---|---|
| Maximum | 227967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 409 |
| median | 1726 |
| Q3 | 6384 |
| 95-th percentile | 36764 |
| Maximum | 227967 |
| Range | 227966 |
| Interquartile range (IQR) | 5975 |
Descriptive statistics
| Standard deviation | 17832.563 |
|---|---|
| Coefficient of variation (CV) | 2.316008 |
| Kurtosis | 34.326001 |
| Mean | 7699.6987 |
| Median Absolute Deviation (MAD) | 1569 |
| Skewness | 5.0724876 |
| Sum | 2.4511529 × 109 |
| Variance | 3.1800032 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 526 | 0.2% |
| 8 | 483 | 0.2% |
| 25 | 477 | 0.1% |
| 9 | 465 | 0.1% |
| 19 | 456 | 0.1% |
| 12 | 453 | 0.1% |
| 26 | 451 | 0.1% |
| 22 | 442 | 0.1% |
| 17 | 440 | 0.1% |
| 30 | 439 | 0.1% |
| Other values (8968) | 313712 |
| Value | Count | Frequency (%) |
| 1 | 356 | |
| 2 | 415 | |
| 3 | 381 | |
| 4 | 405 | |
| 5 | 367 | |
| 6 | 404 | |
| 7 | 375 | |
| 8 | 483 | |
| 9 | 465 | |
| 10 | 390 |
| Value | Count | Frequency (%) |
| 227967 | 23 | |
| 223882 | 23 | |
| 217852 | 24 | |
| 214511 | 17 | |
| 213536 | 25 | |
| 211593 | 17 | |
| 210434 | 19 | |
| 205348 | 17 | |
| 200603 | 16 | |
| 198527 | 20 |
AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ)
| Distinct | 9982 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11077.621 |
| Minimum | 1 |
|---|---|
| Maximum | 369837 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 541 |
| median | 2391 |
| Q3 | 9112 |
| 95-th percentile | 51816 |
| Maximum | 369837 |
| Range | 369836 |
| Interquartile range (IQR) | 8571 |
Descriptive statistics
| Standard deviation | 26570.882 |
|---|---|
| Coefficient of variation (CV) | 2.3986091 |
| Kurtosis | 38.096034 |
| Mean | 11077.621 |
| Median Absolute Deviation (MAD) | 2192 |
| Skewness | 5.3301954 |
| Sum | 3.5264942 × 109 |
| Variance | 7.0601178 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 388 | 0.1% |
| 23 | 367 | 0.1% |
| 17 | 364 | 0.1% |
| 52 | 359 | 0.1% |
| 31 | 353 | 0.1% |
| 44 | 352 | 0.1% |
| 40 | 351 | 0.1% |
| 6 | 349 | 0.1% |
| 13 | 346 | 0.1% |
| 5 | 340 | 0.1% |
| Other values (9972) | 314775 |
| Value | Count | Frequency (%) |
| 1 | 283 | |
| 2 | 318 | |
| 3 | 321 | |
| 4 | 303 | |
| 5 | 340 | |
| 6 | 349 | |
| 7 | 325 | |
| 8 | 289 | |
| 9 | 269 | |
| 10 | 323 |
| Value | Count | Frequency (%) |
| 369837 | 23 | |
| 350599 | 23 | |
| 348523 | 25 | |
| 343080 | 24 | |
| 341692 | 19 | |
| 323791 | 20 | |
| 315780 | 17 | |
| 310778 | 17 | |
| 298646 | 17 | |
| 289045 | 16 |
AANTAL_PAT_PER_SPC
Real number (ℝ)
| Distinct | 297 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 671458.98 |
| Minimum | 1462 |
|---|---|
| Maximum | 1487642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1462 |
|---|---|
| 5-th percentile | 42576 |
| Q1 | 287339 |
| median | 746969 |
| Q3 | 1026611 |
| 95-th percentile | 1340835 |
| Maximum | 1487642 |
| Range | 1486180 |
| Interquartile range (IQR) | 739272 |
Descriptive statistics
| Standard deviation | 412565.29 |
|---|---|
| Coefficient of variation (CV) | 0.61443111 |
| Kurtosis | -1.1119908 |
| Mean | 671458.98 |
| Median Absolute Deviation (MAD) | 314357 |
| Skewness | 0.013732963 |
| Sum | 2.1375494 × 1011 |
| Variance | 1.7021012 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 880942 | 5102 | 1.6% |
| 874120 | 4354 | 1.4% |
| 843981 | 4347 | 1.4% |
| 894334 | 4333 | 1.4% |
| 880497 | 4273 | 1.3% |
| 897710 | 4212 | 1.3% |
| 764831 | 4088 | 1.3% |
| 782530 | 3999 | 1.3% |
| 1081437 | 3890 | 1.2% |
| 1100537 | 3866 | 1.2% |
| Other values (287) | 275880 |
| Value | Count | Frequency (%) |
| 1462 | 117 | < 0.1% |
| 1610 | 130 | < 0.1% |
| 1702 | 138 | < 0.1% |
| 1920 | 131 | < 0.1% |
| 2265 | 183 | 0.1% |
| 2495 | 173 | 0.1% |
| 6806 | 380 | |
| 8770 | 74 | < 0.1% |
| 13002 | 371 | |
| 13151 | 461 |
| Value | Count | Frequency (%) |
| 1487642 | 2975 | |
| 1450406 | 3048 | |
| 1421743 | 3564 | |
| 1344553 | 3543 | |
| 1340835 | 3441 | |
| 1332463 | 3545 | |
| 1316670 | 3463 | |
| 1282963 | 3576 | |
| 1265249 | 1177 | 0.4% |
| 1262543 | 1201 | 0.4% |
AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ)
| Distinct | 296 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1081819.8 |
| Minimum | 1665 |
|---|---|
| Maximum | 2666159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1665 |
|---|---|
| 5-th percentile | 46598 |
| Q1 | 435553 |
| median | 1066242 |
| Q3 | 1747056 |
| 95-th percentile | 2550054 |
| Maximum | 2666159 |
| Range | 2664494 |
| Interquartile range (IQR) | 1311503 |
Descriptive statistics
| Standard deviation | 739036.47 |
|---|---|
| Coefficient of variation (CV) | 0.68314192 |
| Kurtosis | -0.78515633 |
| Mean | 1081819.8 |
| Median Absolute Deviation (MAD) | 661913 |
| Skewness | 0.37471763 |
| Sum | 3.4439085 × 1011 |
| Variance | 5.461749 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1211792 | 5102 | 1.6% |
| 1281522 | 4354 | 1.4% |
| 1216262 | 4347 | 1.4% |
| 1315601 | 4333 | 1.4% |
| 1300471 | 4273 | 1.3% |
| 1341874 | 4212 | 1.3% |
| 1155373 | 4088 | 1.3% |
| 1167482 | 3999 | 1.3% |
| 2550054 | 3890 | 1.2% |
| 2666159 | 3866 | 1.2% |
| Other values (286) | 275880 |
| Value | Count | Frequency (%) |
| 1665 | 117 | < 0.1% |
| 1861 | 130 | < 0.1% |
| 1962 | 138 | < 0.1% |
| 2195 | 131 | < 0.1% |
| 2816 | 173 | 0.1% |
| 3015 | 183 | 0.1% |
| 7385 | 380 | |
| 9336 | 74 | < 0.1% |
| 14580 | 371 | |
| 14976 | 461 |
| Value | Count | Frequency (%) |
| 2666159 | 3866 | |
| 2620452 | 3787 | |
| 2595374 | 3844 | |
| 2588468 | 3790 | |
| 2550054 | 3890 | |
| 2481772 | 3851 | |
| 2179576 | 3757 | |
| 2062293 | 3810 | |
| 2052295 | 1168 | 0.4% |
| 1990240 | 1167 | 0.4% |
GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ)
| Distinct | 3517 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 48907 |
| Missing (%) | 15.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3559.3752 |
| Minimum | 70 |
|---|---|
| Maximum | 287220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 475 |
| median | 1245 |
| Q3 | 4145 |
| 95-th percentile | 13455 |
| Maximum | 287220 |
| Range | 287150 |
| Interquartile range (IQR) | 3670 |
Descriptive statistics
| Standard deviation | 6514.5164 |
|---|---|
| Coefficient of variation (CV) | 1.8302416 |
| Kurtosis | 148.6648 |
| Mean | 3559.3752 |
| Median Absolute Deviation (MAD) | 1015 |
| Skewness | 7.2625721 |
| Sum | 9.5902736 × 108 |
| Variance | 42438923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 2019 | 0.6% |
| 105 | 1920 | 0.6% |
| 110 | 1790 | 0.6% |
| 180 | 1572 | 0.5% |
| 185 | 1486 | 0.5% |
| 300 | 1379 | 0.4% |
| 175 | 1373 | 0.4% |
| 120 | 1364 | 0.4% |
| 145 | 1359 | 0.4% |
| 125 | 1243 | 0.4% |
| Other values (3507) | 253932 | |
| (Missing) | 48907 | 15.4% |
| Value | Count | Frequency (%) |
| 70 | 226 | 0.1% |
| 75 | 75 | < 0.1% |
| 80 | 362 | 0.1% |
| 85 | 919 | |
| 90 | 672 | 0.2% |
| 95 | 713 | 0.2% |
| 100 | 922 | |
| 105 | 1920 | |
| 110 | 1790 | |
| 115 | 1046 |
| Value | Count | Frequency (%) |
| 287220 | 8 | |
| 148910 | 3 | < 0.1% |
| 142835 | 4 | |
| 122155 | 4 | |
| 116765 | 3 | < 0.1% |
| 109725 | 7 | |
| 108570 | 7 | |
| 107655 | 4 | |
| 101270 | 8 | |
| 96880 | 5 |
| BEHANDELEND_SPECIALISME_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|
| BEHANDELEND_SPECIALISME_CD | 1.000 | 0.218 | 0.008 | 0.013 | -0.060 | -0.054 | -0.547 | -0.467 | 0.049 |
| ZORGPRODUCT_CD | 0.218 | 1.000 | -0.141 | -0.150 | -0.179 | -0.211 | -0.379 | -0.404 | 0.025 |
| AANTAL_PAT_PER_ZPD | 0.008 | -0.141 | 1.000 | 0.996 | 0.324 | 0.322 | 0.075 | 0.084 | -0.301 |
| AANTAL_SUBTRAJECT_PER_ZPD | 0.013 | -0.150 | 0.996 | 1.000 | 0.321 | 0.323 | 0.078 | 0.090 | -0.304 |
| AANTAL_PAT_PER_DIAG | -0.060 | -0.179 | 0.324 | 0.321 | 1.000 | 0.988 | 0.322 | 0.304 | 0.026 |
| AANTAL_SUBTRAJECT_PER_DIAG | -0.054 | -0.211 | 0.322 | 0.323 | 0.988 | 1.000 | 0.338 | 0.335 | 0.035 |
| AANTAL_PAT_PER_SPC | -0.547 | -0.379 | 0.075 | 0.078 | 0.322 | 0.338 | 1.000 | 0.964 | -0.012 |
| AANTAL_SUBTRAJECT_PER_SPC | -0.467 | -0.404 | 0.084 | 0.090 | 0.304 | 0.335 | 0.964 | 1.000 | -0.015 |
| GEMIDDELDE_VERKOOPPRIJS | 0.049 | 0.025 | -0.301 | -0.304 | 0.026 | 0.035 | -0.012 | -0.015 | 1.000 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 12 | 990029011 | 47 | 50 | 114 | 120 | 21981 | 24169 | 545.0 |
| 1 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 15 | 990029012 | 265 | 272 | 1029 | 1075 | 21981 | 24169 | 1040.0 |
| 2 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 14 | 990029012 | 19 | 19 | 97 | 97 | 21981 | 24169 | 1040.0 |
| 3 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 07 | 990029011 | 676 | 690 | 1439 | 1500 | 21981 | 24169 | 545.0 |
| 4 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 19 | 59899067 | 11 | 12 | 152 | 285 | 21981 | 24169 | 1440.0 |
| 5 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 02 | 990029011 | 1375 | 1386 | 4872 | 4977 | 21981 | 24169 | 545.0 |
| 6 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 05 | 990029010 | 256 | 261 | 1285 | 1346 | 21981 | 24169 | 1345.0 |
| 7 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 13 | 990029002 | 6 | 6 | 156 | 157 | 21981 | 24169 | 205.0 |
| 8 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 05 | 990029012 | 348 | 356 | 1285 | 1346 | 21981 | 24169 | 1040.0 |
| 9 | 1.0 | 2022-12-05 | 2022-12-01 | 2018-01-01 | 329 | 19 | 59899065 | 102 | 131 | 152 | 285 | 21981 | 24169 | NaN |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 318334 | 1.0 | 2022-12-05 | 2022-12-01 | 2012-01-01 | 303 | 286 | 199299067 | 1 | 1 | 4316 | 4382 | 1487642 | 1939483 | 2185.0 |
| 318335 | 1.0 | 2022-12-05 | 2022-12-01 | 2012-01-01 | 303 | 113 | 119599007 | 1 | 1 | 14907 | 16118 | 1487642 | 1939483 | NaN |
| 318336 | 1.0 | 2022-12-05 | 2022-12-01 | 2014-01-01 | 313 | 839 | 20110030 | 1 | 1 | 449 | 1857 | 1037612 | 2062293 | NaN |
| 318337 | 1.0 | 2022-12-05 | 2022-12-01 | 2022-01-01 | 306 | 025 | 20110011 | 1 | 1 | 22 | 24 | 263062 | 315532 | 2770.0 |
| 318338 | 1.0 | 2022-12-05 | 2022-12-01 | 2014-01-01 | 313 | 722 | 131999063 | 1 | 1 | 160 | 204 | 1037612 | 2062293 | 1635.0 |
| 318339 | 1.0 | 2022-12-05 | 2022-12-01 | 2016-01-01 | 303 | 123 | 990356056 | 1 | 1 | 12120 | 14709 | 1332463 | 1832052 | 6140.0 |
| 318340 | 1.0 | 2022-12-05 | 2022-12-01 | 2022-01-01 | 306 | 038 | 149999007 | 2 | 2 | 8032 | 8920 | 263062 | 315532 | NaN |
| 318341 | 1.0 | 2022-12-05 | 2022-12-01 | 2022-01-01 | 306 | 086 | 179799017 | 1 | 1 | 18 | 23 | 263062 | 315532 | NaN |
| 318342 | 1.0 | 2022-12-05 | 2022-12-01 | 2022-01-01 | 306 | 030 | 20110077 | 1 | 1 | 23043 | 28125 | 263062 | 315532 | NaN |
| 318343 | 1.0 | 2022-12-05 | 2022-12-01 | 2016-01-01 | 303 | 298 | 131999176 | 1 | 1 | 1398 | 1891 | 1332463 | 1832052 | 2945.0 |